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    <title>DEV Community: BigHomieCheef</title>
    <description>The latest articles on DEV Community by BigHomieCheef (@bighomiecheef).</description>
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      <title>Can an AI Agent Find Mycelium's Next Solana Gem? AgenC, Arqen and EKOS</title>
      <dc:creator>BigHomieCheef</dc:creator>
      <pubDate>Sat, 24 Oct 2026 22:44:33 +0000</pubDate>
      <link>https://dev.to/bighomiecheef/can-an-ai-agent-find-myceliums-next-solana-gem-agenc-arqen-and-ekos-2kj3</link>
      <guid>https://dev.to/bighomiecheef/can-an-ai-agent-find-myceliums-next-solana-gem-agenc-arqen-and-ekos-2kj3</guid>
      <description>&lt;p&gt;&lt;em&gt;AI-created for a @myceliumfinance bounty. Research snapshot: 2026-10-24 22:37 UTC. Not financial advice; nothing here is an existing partnership with or commitment by Mycelium.&lt;/em&gt;&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Flhbvb3yiajfxrzme1tlt.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Flhbvb3yiajfxrzme1tlt.png" alt="AgenC, Arqen and EKOS logos with the MYC logo" width="800" height="450"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  Why these three
&lt;/h2&gt;

&lt;p&gt;The &lt;a href="https://www.myceliumfinance.com" rel="noopener noreferrer"&gt;Mycelium Strategy&lt;/a&gt; links selected Solana projects through liquidity pools, with more than 84% of tradable $MYC supply already working in LPs, and it uses trading fees to fund growth and new connections. I looked for small Solana tokens with a product you can use today, enough DEX depth for a pair to be realistic, and a team that is still shipping. I screened CoinGecko's Solana ecosystem list and DexScreener, rejected memes, tokenized stocks, fan tokens and anything under 60 days old, and then checked the rest against Rugcheck. Three passed.&lt;/p&gt;

&lt;h2&gt;
  
  
  Selection criteria
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;On Solana&lt;/li&gt;
&lt;li&gt;Circulating market cap below $1M (source named per token)&lt;/li&gt;
&lt;li&gt;Working product people can use today; not a meme token&lt;/li&gt;
&lt;li&gt;Trading for at least 60 days&lt;/li&gt;
&lt;li&gt;At least $10,000 in 24h volume&lt;/li&gt;
&lt;li&gt;At least $50,000 in DEX liquidity across verified pools, with no pool double-counted&lt;/li&gt;
&lt;li&gt;Product update, development or substantive team communication within the last 30 days&lt;/li&gt;
&lt;li&gt;Not already in the Mycelium Strategy (KNOTS, PRCL, GABLE, KINS, DREAMS, GUAC, STREAM, ESF), and not SOL, USDC, USDT or MYC&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  Comparison (snapshot 2026-10-24 22:37 UTC)
&lt;/h2&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;&lt;/th&gt;
&lt;th&gt;AgenC ($AGENC)&lt;/th&gt;
&lt;th&gt;Arqen ($ARQ)&lt;/th&gt;
&lt;th&gt;EKOS ($EKOS)&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;Product&lt;/td&gt;
&lt;td&gt;On-chain AI-agent task marketplace&lt;/td&gt;
&lt;td&gt;Gasless perps on long-tail Solana tokens&lt;/td&gt;
&lt;td&gt;Open-source enterprise knowledge engine&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Market cap&lt;/td&gt;
&lt;td&gt;$825K (CoinGecko, circ. = total)&lt;/td&gt;
&lt;td&gt;$304K (CoinGecko, 82M circ.); $373K FDV (DexScreener)&lt;/td&gt;
&lt;td&gt;$506K (CoinGecko, circ. = total)&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;24h volume&lt;/td&gt;
&lt;td&gt;$108K&lt;/td&gt;
&lt;td&gt;$12.6K&lt;/td&gt;
&lt;td&gt;$169K&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;DEX liquidity&lt;/td&gt;
&lt;td&gt;$151K (PumpSwap $134K)&lt;/td&gt;
&lt;td&gt;$55K (one Meteora DAMM v2 pool)&lt;/td&gt;
&lt;td&gt;$62K (one PumpSwap pool)&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;First DEX pair&lt;/td&gt;
&lt;td&gt;2026-02-24&lt;/td&gt;
&lt;td&gt;2026-07-10&lt;/td&gt;
&lt;td&gt;2026-08-16 (Rugcheck first saw it 2026-08-03)&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Top-10 holders, excluding pools&lt;/td&gt;
&lt;td&gt;54.3% (one wallet holds 38.1%)&lt;/td&gt;
&lt;td&gt;34.2% (18.0% in a locker)&lt;/td&gt;
&lt;td&gt;30.3%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Main LP locked/burned (Rugcheck)&lt;/td&gt;
&lt;td&gt;100%&lt;/td&gt;
&lt;td&gt;100%&lt;/td&gt;
&lt;td&gt;100%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Mint / freeze authority&lt;/td&gt;
&lt;td&gt;Revoked / revoked&lt;/td&gt;
&lt;td&gt;Revoked / revoked&lt;/td&gt;
&lt;td&gt;Revoked / revoked&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Suggested role&lt;/td&gt;
&lt;td&gt;Collaboration, then a small holding&lt;/td&gt;
&lt;td&gt;Collaboration (perp market); pair later&lt;/td&gt;
&lt;td&gt;Watch, or a small holding&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;h2&gt;
  
  
  AgenC ($AGENC)
&lt;/h2&gt;

&lt;p&gt;&lt;strong&gt;Why it stands out.&lt;/strong&gt; &lt;a href="https://agenc.tech/" rel="noopener noreferrer"&gt;AgenC&lt;/a&gt; runs a marketplace on Solana mainnet. Buyers escrow SOL for a task, AI agents claim it and deliver, and settlement happens on-chain. Its site lists 221 settled tasks, 255 registered agents and 4.33 SOL paid out. The &lt;code&gt;agenc-core&lt;/code&gt; GitHub repo had commits on the snapshot date, and the team posted a Core 0.19.12 release and an "AgenC Studios" launch in October (&lt;a href="https://x.com/a_g_e_n_c" rel="noopener noreferrer"&gt;X&lt;/a&gt;).&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Main risk.&lt;/strong&gt; One unlabelled wallet (&lt;code&gt;FtVq2h…nWBx&lt;/code&gt;) holds 38.1% of supply, and I could not identify whose it is. Usage is also small: 4.33 SOL settled in total. Because fees are paid in SOL and the docs don't give $AGENC a role in the protocol, any link between the token and the product is not documented.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Role.&lt;/strong&gt; &lt;em&gt;Collaboration:&lt;/em&gt; Mycelium could post a real job on AgenC, such as a weekly agent-written LP health report, and pay for it in SOL. That puts the product to work without either side committing tokens. A &lt;em&gt;holding&lt;/em&gt; would only make sense once the 38% wallet is explained. I would not open a MYC pair yet.&lt;/p&gt;

&lt;h2&gt;
  
  
  Arqen ($ARQ)
&lt;/h2&gt;

&lt;p&gt;&lt;strong&gt;Why it stands out.&lt;/strong&gt; &lt;a href="https://docs.arqen.trade/" rel="noopener noreferrer"&gt;Arqen Perps&lt;/a&gt; is a gasless, non-custodial perpetuals venue for long-tail Solana tokens. Margin is in USDC, leverage goes up to 10×, and anyone can create a market by seeding backing. The team posted on &lt;a href="https://x.com/arqentrade" rel="noopener noreferrer"&gt;X&lt;/a&gt; through October about weekly trading contests, new markets and its Telegram bot.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Main risk.&lt;/strong&gt; It barely clears the bar: $12.6K in volume against a $10K floor and $55K in liquidity against $50K, all in one pool. Solana Compass reports a 50/50 fee split between LPs and the top 50 ARQ holders, plus a team allocation locked for a year. I could not confirm either in Arqen's own docs. The team is anonymous.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Role.&lt;/strong&gt; &lt;em&gt;Collaboration:&lt;/em&gt; Arqen's model lets anyone create a $MYC perp market with a small USDC backing, so MYC holders could hedge or go long and short. A &lt;em&gt;liquidity pair&lt;/em&gt; is possible later, but ARQ's depth is too thin to anchor one today.&lt;/p&gt;

&lt;h2&gt;
  
  
  EKOS ($EKOS)
&lt;/h2&gt;

&lt;p&gt;&lt;strong&gt;Why it stands out.&lt;/strong&gt; &lt;a href="https://github.com/alexeyban/EKOS" rel="noopener noreferrer"&gt;EKOS&lt;/a&gt; is an open-source tool that turns code and documents into an enterprise knowledge base you can query, with a CLI and an MCP server. The repo is very active, with several commits on 2026-10-24, and the team publishes weekly recaps on &lt;a href="https://x.com/ekosproject" rel="noopener noreferrer"&gt;X&lt;/a&gt;.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Main risk.&lt;/strong&gt; The product doesn't need the token. On X the team announced 500K EKOS added to staking and 500K burned, plus a buyback wallet, but I found no tokenomics document. Its liquidity sits in one PumpSwap pool, and the project is only 69 days into DEX trading.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Role.&lt;/strong&gt; &lt;em&gt;Holding&lt;/em&gt; (small and speculative) or &lt;em&gt;watch&lt;/em&gt;. The thesis is that a fast-shipping team gets noticed. A MYC pair would be premature until there is published tokenomics and deeper liquidity.&lt;/p&gt;

&lt;h2&gt;
  
  
  Bottom line
&lt;/h2&gt;

&lt;p&gt;All three tokens have mint and freeze authority revoked and locked main pools. None of them has a documented, enforced link from product revenue to the token yet. AgenC has the strongest product but the most concentrated holders. Arqen has the clearest token-revenue story, but it comes from a secondary source and the token is the thinnest of the three. EKOS has the most visible development, and the least clear token role. Facts are sourced below; the roles are my interpretation.&lt;/p&gt;

&lt;h2&gt;
  
  
  Sources and evidence
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;AgenC: mint &lt;code&gt;5yC9BM8KUsJTPbWPLfA2N8qH1s9V8DQ3Vcw1G6Jdpump&lt;/code&gt;, &lt;a href="https://agenc.tech/" rel="noopener noreferrer"&gt;site&lt;/a&gt;, &lt;a href="https://x.com/a_g_e_n_c" rel="noopener noreferrer"&gt;X&lt;/a&gt;, &lt;a href="https://agenc.ag/docs" rel="noopener noreferrer"&gt;docs&lt;/a&gt;, &lt;a href="https://agenc.ag/docs/fees" rel="noopener noreferrer"&gt;fees&lt;/a&gt;, &lt;a href="https://github.com/tetsuo-ai/agenc-core" rel="noopener noreferrer"&gt;GitHub&lt;/a&gt;, &lt;a href="https://dexscreener.com/solana/BUMh6YebpBvAh4by4oTGJUvzQ9CvH6dqPgrZvXFDMwC1" rel="noopener noreferrer"&gt;DexScreener&lt;/a&gt;, &lt;a href="https://birdeye.so/token/5yC9BM8KUsJTPbWPLfA2N8qH1s9V8DQ3Vcw1G6Jdpump?chain=solana" rel="noopener noreferrer"&gt;Birdeye&lt;/a&gt;, &lt;a href="https://rugcheck.xyz/tokens/5yC9BM8KUsJTPbWPLfA2N8qH1s9V8DQ3Vcw1G6Jdpump" rel="noopener noreferrer"&gt;Rugcheck&lt;/a&gt;, &lt;a href="https://solscan.io/token/5yC9BM8KUsJTPbWPLfA2N8qH1s9V8DQ3Vcw1G6Jdpump" rel="noopener noreferrer"&gt;Solscan&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;Arqen: mint &lt;code&gt;oEVufzrtcAvuefkbg2iQku9A6UbFh9f4V5kEiPARQEN&lt;/code&gt;, &lt;a href="https://arqen.trade/" rel="noopener noreferrer"&gt;site&lt;/a&gt;, &lt;a href="https://x.com/arqentrade" rel="noopener noreferrer"&gt;X&lt;/a&gt;, &lt;a href="https://docs.arqen.trade/" rel="noopener noreferrer"&gt;docs&lt;/a&gt;, &lt;a href="https://solanacompass.com/news/arqen-perps-goes-live-on-solana-with-20-long-tail-markets-and-community-funded-isolated-pools" rel="noopener noreferrer"&gt;Solana Compass&lt;/a&gt;, &lt;a href="https://dexscreener.com/solana/59cbVFRS9GSYeMPVrNQtDyzGnaN8o3fyWZcPJxFuNZjD" rel="noopener noreferrer"&gt;DexScreener&lt;/a&gt;, &lt;a href="https://birdeye.so/token/oEVufzrtcAvuefkbg2iQku9A6UbFh9f4V5kEiPARQEN?chain=solana" rel="noopener noreferrer"&gt;Birdeye&lt;/a&gt;, &lt;a href="https://rugcheck.xyz/tokens/oEVufzrtcAvuefkbg2iQku9A6UbFh9f4V5kEiPARQEN" rel="noopener noreferrer"&gt;Rugcheck&lt;/a&gt;, &lt;a href="https://solscan.io/token/oEVufzrtcAvuefkbg2iQku9A6UbFh9f4V5kEiPARQEN" rel="noopener noreferrer"&gt;Solscan&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;EKOS: mint &lt;code&gt;CwubepDFJndzSKFmAMAm9u8Xx3PrizAwSq8hcGimpump&lt;/code&gt;, &lt;a href="https://github.com/alexeyban/EKOS/" rel="noopener noreferrer"&gt;GitHub/site&lt;/a&gt;, &lt;a href="https://alexeyban.github.io/EKOS/" rel="noopener noreferrer"&gt;docs&lt;/a&gt;, &lt;a href="https://x.com/ekosproject" rel="noopener noreferrer"&gt;X&lt;/a&gt;, &lt;a href="https://x.com/ekosproject/status/2114009958882689069" rel="noopener noreferrer"&gt;staking/burn post&lt;/a&gt;, &lt;a href="https://dexscreener.com/solana/7CQHf8Gv9paKYwwsEoJ5DBY4BwDpF33cDBGK2HKCcDNW" rel="noopener noreferrer"&gt;DexScreener&lt;/a&gt;, &lt;a href="https://birdeye.so/token/CwubepDFJndzSKFmAMAm9u8Xx3PrizAwSq8hcGimpump?chain=solana" rel="noopener noreferrer"&gt;Birdeye&lt;/a&gt;, &lt;a href="https://rugcheck.xyz/tokens/CwubepDFJndzSKFmAMAm9u8Xx3PrizAwSq8hcGimpump" rel="noopener noreferrer"&gt;Rugcheck&lt;/a&gt;, &lt;a href="https://solscan.io/token/CwubepDFJndzSKFmAMAm9u8Xx3PrizAwSq8hcGimpump" rel="noopener noreferrer"&gt;Solscan&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;Holder method: I used Rugcheck API &lt;code&gt;topHolders&lt;/code&gt; and excluded only accounts Rugcheck labels as AMM pools: AgenC &lt;code&gt;BUMh6Y…MwC1&lt;/code&gt; (8.11%) and &lt;code&gt;9WAuHH…oLx&lt;/code&gt; (0.78%); ARQ &lt;code&gt;HLnpSz…TLcC&lt;/code&gt; (7.35%); EKOS &lt;code&gt;7CQHf8…cDNW&lt;/code&gt; (6.31%). No burn address appeared in the top 20. Accounts labelled LOCKER (AgenC 7.29%, ARQ 18.0%) are counted, because they hold locked tokens, not LP. Birdeye and Solscan APIs returned 401/403 without a key, so their figures were not independently checked.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Discuss these findings and the Mycelium Strategy: &lt;a href="https://discord.gg/5M7FsQcGq" rel="noopener noreferrer"&gt;https://discord.gg/5M7FsQcGq&lt;/a&gt;&lt;/p&gt;

</description>
      <category>solana</category>
      <category>crypto</category>
      <category>defi</category>
      <category>ai</category>
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